LLM-as-a-Judge evaluation with a scoring system improved threat intelligence analysis.Threat intelligence profiles are now assessed across five critical dimensions with iterative improvements.Using a web search tool repeatedly helped eliminate fake URL links, improving source authenticity validation.Strategic keyword usage and iterative scoring led to significant quality enhancements in generating trustworthy threat intelligence reports.